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Prof. Sandrine VATON

Experienced Full Professor with a demonstrated history of working in the telecommunications industry.

Skilled in Mathematical Modeling, Network Management, Network Security, Signal Processing and Digital Communications, Statistics, Time Series Analysis and Stochastic Simulations, Software and Hardware Acceleration, Computational Finance.

Strong education professional with a PhD in signal processing from Telecom ParisTech and an accreditation to supervise research (HDR) in computer science from the University of Rennes 1.

Gender equality adviser committed to promote computer science initiatives that reach girls.

Member of the Scientific Council at AFNIC.

"Jean-Luc Courant"   

Journal articles1 document

  • Serge Romaric Tembo Mouafo, Sandrine Vaton, Jean-Luc Courant, Stephane Gosselin, Michel Beuvelot. Model-based probabilistic reasoning for self-diagnosis of telecommunication networks: application to a GPON-FTTH access network. Journal of Network and Systems Management, Springer Verlag, 2017, 25 (3), pp.558 - 590. ⟨10.1007/s10922-016-9401-0⟩. ⟨hal-01533710⟩

Conference papers4 documents

  • Stephane Gosselin, Jean-Luc Courant, Serge Romaric Tembo Mouafo, Sandrine Vaton. Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks. ONDM 2017 : 21st Conference on Optical Network Design and Modeling, May 2017, Budapest, Hungary. pp.1 - 3. ⟨hal-01573963⟩
  • Serge Romaric Tembo Mouafo, Sandrine Vaton, Jean-Luc Courant, Stephane Gosselin. A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access network. SoftCOM 2016 : 24th International Conference on Software, Telecommunications and Computer Networks, Sep 2016, Split, Croatia. pp.1 - 5, ⟨10.1109/SOFTCOM.2016.7772106⟩. ⟨hal-01424652⟩
  • Serge Romaric Tembo Mouafo, Sandrine Vaton, Jean-Luc Courant, Stephane Gosselin. A tutorial on the EM algorithm for Bayesian networks: application to self-diagnosis of GPON-FTTH networks. IWCMC 2016 : 12th International Wireless Communications & Mobile Computing Conference, Sep 2016, Paphos, Cyprus. pp.369 - 376, ⟨10.1109/IWCMC.2016.7577086⟩. ⟨hal-01394337⟩
  • Serge Romaric Tembo Mouafo, Jean-Luc Courant, Sandrine Vaton. A 3-layered self-reconfigurable generic model for self-diagnosis of telecommunication networks. IntelliSys 2015 : SAI Intelligent Systems Conference, Nov 2015, London, United Kingdom. pp.25 - 34, ⟨10.1109/IntelliSys.2015.7361080⟩. ⟨hal-01250445⟩